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Matrices

Number grids that can transform vectors and shapes.

A matrix can act like a machine for moving points. In two dimensions, a 2 by 2 matrix can stretch, reflect, shear or rotate a shape.

Tiny example

A shape machine

Imagine every point of a square being moved by the same matrix rule.

The whole square changes, but the rule is applied point by point.

Why it matters

Matrices are a compact language for transformations, graphics, data, systems of equations and many models.

Things to watch for

  • Multiplying entries one by one instead of using matrix multiplication.
  • Forgetting that order matters.
  • Looking only at numbers instead of the movement they create.

Try it in a tool